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Okapi

How it works

From a stack of documents to a shipment that keeps itself current.

Transaction record · LC-1042

1121 Sella basmati rice

Latest shipment
15 Dec 2026
LC · 44C
Expiry
5 Jan 2027
LC · 31D
RCAC window ends
About 17 Dec
RCAC record
Booking ETD
12 Dec 2026
Booking
Quantity
5,000 bags
Shipping instructions

The pipeline

Six stages, one record

  1. Stage 1

    Ingest

    Bring the LC, booking, registry record and document set into one transaction.

  2. Stage 2

    Understand

    Extract fields, dates, parties and constraints without flattening the source record.

  3. Stage 3

    Compile

    Join the facts into a model that can be checked against the rules that govern the shipment.

  4. Stage 4

    Watch

    Keep listening for changes in vessel timing, filings, documents and other dependencies.

  5. Stage 5

    Repair

    Rank practical plans, show their levers and costs, and surface what each one changes.

  6. Stage 6

    Present

    Prepare the next message or amendment for a person to review and approve.

Under the hood

Eight layers between a document and a decision

  1. Originals (documents)

    The files as they arrived stay untouched, and every later layer points back to them.

  2. Parsing (MT700 · 44C · 46A)

    Language models read each document and pull out its fields, dates and conditions.

  3. Claims (claim · source · authority)

    Every extracted fact is stored as a claim with its source and the authority it rests on.

  4. Constraints (UCP 600 Art. 29)

    Rules from the credit, the registry and the practice rules become explicit constraints.

  5. Solver (Z3 · unsat core)

    A constraint solver checks the claims against the constraints and names the ones that conflict.

  6. Forecast (P90 · 17–21 Dec)

    Predicted dates carry a range, so a late vessel shows up as a window rather than a guess.

  7. Plans and drafts (plan A · plan B)

    A planner ranks the ways out, with the levers and costs of each, and prepares drafts.

  8. Approval and audit (approved · payload hash)

    A person approves what leaves, and the approved payload is hashed into the audit trail.

Try it

Slip the vessel and watch the dates break.

Illustrative demo transaction · synthetic data · not connected to any carrier, bank or registry

Active
12
Transactions in the demo
Need attention
3
Counted live from the table
Next deadline
4 Dec · Tomorrow
LC-1041 · Document cut-off

Needs attention · LC-1042 · 1121 Sella basmati rice

Predicted on-board date is after the LC latest shipment date

Carrier update at 9:04 am: the vessel runs late upstream. Predicted on board 17 Dec–21 Dec. LC latest shipment 15 Dec 2026.

Twelve transactions with stage, status and next deadline, counted from 3 December
ReferenceGoods and routeAmountStageStatusNext deadline
LC-1042

1121 Sella basmati rice

Mundra → Jebel Ali

USD 122,500

5/10 · Cargo ready

Needs attention

LC latest shipment date

15 Dec · In 12 days

LC-1031

Cotton yarn, 30s combed

Nhava Sheva → Jebel Ali

USD 84,300

9/10 · Documents presented

Shipped

Payment due

8 Dec · In 5 days

LC-1034

Stainless steel utensils

Mundra → Jebel Ali

USD 61,750

6/10 · Container gated in

On track

Vessel document cut-off

9 Dec · In 6 days

LC-1036

Frozen buffalo meat

Nhava Sheva → Khalifa Port

USD 143,200

8/10 · Documents drafted

Needs attention

Presentation deadline

23 Dec · In 20 days

LC-1038

Ceramic floor tiles

Mundra → Jebel Ali

USD 97,900

3/10 · Booking confirmed

On track

LC latest shipment date

8 Dec · In 5 days

LC-1039

Pharmaceutical formulations

Nhava Sheva → Jebel Ali

USD 212,000

5/10 · Cargo ready

On track

Packing list due

6 Dec · In 3 days

LC-1041

Fresh onions

Mundra → Jebel Ali

USD 38,600

8/10 · Documents drafted

Needs attention

Document cut-off

4 Dec · Tomorrow

LC-1044

Stainless steel pipes

Mundra → Jebel Ali

USD 176,400

5/10 · Cargo ready

On track

Inspection

11 Dec · In 8 days

LC-1045

Turmeric powder

Chennai → Jebel Ali

USD 52,300

3/10 · Booking confirmed

On track

LC latest shipment date

14 Dec · In 11 days

LC-1047

Readymade garments

Nhava Sheva → Jebel Ali

USD 108,850

8/10 · Documents drafted

On track

LC latest shipment date

22 Dec · In 19 days

LC-1049

Non-basmati white rice

Mundra → Jebel Ali

USD 71,000

9/10 · Documents presented

Shipped

Payment due

10 Dec · In 7 days

LC-1051

Auto components

Chennai → Jebel Ali

USD 134,500

2/10 · LC reviewed

On track

Production milestone

18 Dec · In 15 days

Workspace · LC-1042 · 1121 Sella basmati rice

Needs attention

Slip the vessel

Predicted on board · 17 Dec–21 Dec

On schedule5 days late12 days late
Amount
USD 122,500, ±5%
Terms
Sight LC · CFR Jebel Ali
Route
Mundra → Jebel Ali
Goods
125 t · 5,000 × 25 kg · 5 × 20-ft
Invoice may range
USD 116,375 to USD 128,625
LC expiry
5 Jan 2027
Dates against the predicted window
  • Booked ETD · 12 Dec 2026
  • LC latest shipment · 15 Dec 2026
  • RCAC window ends, about · 17 Dec 2026
  • Predicted on board · 17 Dec–21 Dec
10 Dec28 Dec

Your data

What happens to data

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  • The demonstration on this site uses synthetic data only and is not connected to any carrier, bank or registry.
  • This site collects only what you choose to send us by email.
  • Any data shared in a future pilot is handled under terms agreed with each partner before access is given.

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Footnotes

Sources

Every statistic on this site links to its source. Numbers match the footnote marks.

  1. Source 1

    Maersk Line Sustainability Update (2014)

    safety4sea.com (opens in a new tab)

    Cited for: Up to 1/5 (2014)

  2. Source 2

    ICC Banking Commission Technical Advisory Briefing No. 3

    clickdimensions.com (opens in a new tab)

    Cited for: 65–80% (2022); Dates (2022)

  3. Source 3

    Sea-Intelligence Global Liner Performance Report (August 2026)

    sea-intelligence.com (opens in a new tab)

    Cited for: 49.9% (2026); 6.81 days (2026)

  4. Source 4

    U.S. Department of Commerce International Trade Administration

    trade.gov (opens in a new tab)

    Cited for: Delay, nonpayment, seizure (2026)